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A new approach for interpreting random forest models and its application to the biology of ageing

, , , , and . Bioinformatics, 34 (14): 2449--2456 (2018)

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JoinUs: Management of Mobile Social Networks for Pervasive Collaboration., , , and . SBSC, page 224-234. IEEE Computer Society, (2008)An Efficient Algorithm for Hierarchical Classification of Protein and Gene Functions., and . DEXA Workshops, page 64-68. IEEE Computer Society, (2014)Novel Approaches for Detecting Frauds in Energy Consumption., , and . NSS, page 546-551. IEEE Computer Society, (2009)Using GA for the stratified sampling of electricity consumers., , , , , and . IEEE Congress on Evolutionary Computation, page 261-268. IEEE, (2013)An Extensive Empirical Comparison of Probabilistic Hierarchical Classifiers in Datasets of Ageing-Related Genes., , and . IEEE ACM Trans. Comput. Biol. Bioinform., 13 (6): 1045-1058 (2016)A new approach for interpreting Random Forest models and its application to the biology of ageing., , , , and . Bioinform., 34 (14): 2449-2456 (2018)Coevolutive clustering algorithm for large datasets., , and . CEC, page 1-8. IEEE, (2020)Analysing the Overfit of the Auto-sklearn Automated Machine Learning Tool., and . LOD, volume 11943 of Lecture Notes in Computer Science, page 508-520. Springer, (2019)A Novel Feature Selection Method for Uncertain Features: An Application to the Prediction of Pro-/Anti-Longevity Genes., , , and . IEEE ACM Trans. Comput. Biol. Bioinform., 18 (6): 2230-2238 (2021)Automatic diagnosis of submersible motor pump conditions in offshore oil exploration., , , , and . IECON, page 5537-5542. IEEE, (2013)